Page 240 - 49A Field Guide to Genetic Programming

226 INDEX

architecture altering operator, 48, 50 branching factor, 15
architecture design tool, 76 bulletin board, 149
architecture-defining preparatory step, 50
arity cache
function, 11 data, 86
node, 11 Cartesian GP, 67
art, evolutionary, 127–128 GPU, 90
artificial intelligence, 1 multi-objective, 81
human competitive, 117–121 CCNOT, distribution of circuits, 99
artificial neural network, 66, 121 cellular automaton, 68
auto parallelising code, 68 evolution, 119
automatically defined function (ADF), 48 cellular encoding, 57
limitations, 49 check pointing, 85
primitive sets, 50 Checkers, 127
automatically defined iteration (ADI), 50 chemical engineering, 124
automatically defined loop (ADL), 50 chemistry, 78, 126
automatically defined recursion (ADR), 50 Chess, 120, 127
automatically defined store (ADS), 50 circuit design
multi-objective, 76
Backgammon, 120, 127 circuit, analogue
backward chaining GP, 86 evolution, 119
Bayesian automatic programming (BAP), classification, 132
74 cellular automaton, majority vote, 68
Bayesian optimisation algorithm (BOA), 70 handwriting, 122
Beagle, Open, C++ implementation, 148 infrared images, 121
beowulf cluster, 95 M25, 121
bias induced by constraints, 55 optical, 122
bibliography, GP, 148 PADO, 67
bin packing problem, 127 SAR radar, 121
bioinformatics, 125, 126 sonar, 122
biological system, 125 closure, 21–22
bloat, 97, 101 cluster computing, 95
control, 76 co-evolution, 46
crossover bias theory, 104 code
definition, 101 active, 102
executable model, 102 inactive, 102
initialisation effects, 40 communication topology
lexicographic control, 77 ring, 94
lexicographic parsimony, 77, 78, 80 toroidal grid, 94
MDL, 107 compiled vs. interpreted GP, 24
multi-objective, 77 GPU, 90
mutation effects, 42 compiling GP populations, 90
nature of program search spaces the- comprehensible programs, 51
ory, 102 compression
Pareto control, 78 fractal, 129
parsimony pressure, 106 image, 128
practical effects, 101 lossless, 129
removal bias theory, 102 lossy, 128, 129
replication accuracy theory, 102 sound, 128
size evolution equation, 103 video, 129
Tarpeian method, 106 wavelet, 129
vs. growth, 101 computational chemistry, 126
boids, 128 computer art, 127–128
bomb disposal, 124 computer game, 127
books, GP, 146 computer program, evolution, 2